analyze-qualitative-data SKILL.md skillA
analyze-qualitative-data from qiaomiaojoe/ai-academic-workflow is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add qiaomiaojoe/ai-academic-workflow/analyze-qualitative-data@git:20260428.41cccf2Pins git:20260428.41cccf2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- qiaomiaojoe/ai-academic-workflow
- Path
skills/analyze-qualitative-data/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260428.41cccf2, committed Apr 28, 2026
- Size
- 5,856 bytes
- Repository stars
- 10
- License
- a license file GitHub does not identify
Use when analyzing qualitative social science data following Neuman's Social Research Methods Ch 14 — three-stage coding (open/axial/selective), analytic memo writing, outcropping detection, and seven analytic strategies (ideal types, successive approximation, illustrative method, domain analysis, Mill's analytic comparison, narrative analysis). Trigger on requests like "code these interviews", "analyze field notes", "thematic analysis", "narrative analysis", "compare these cases", "我要做定性分析…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Analyze Qualitative Data · Neuman Ch 14 Workflow This skill guides users through systematic qualitative data analysis based on **W. Lawrence Neuman, *Social Research Methods: Qualitative and Quantitative Approaches*, 7e, Chapter 14** (p.477-512). The chapter is decomposed into 11 prompts spanning three sub-domains: coding, memo writing, and analytic strategies. ## When to invoke Invoke this skill when the user: - Has interview transcripts, field notes, historical documents, or text data - Asks "how do I code these?" or "how do I find themes?" - Wants thematic / narrative / domain / comparative analysis - Is preparing Methods or Findings for a qualitative paper Do **not** invoke for: - Quantitative data (use `analyze-quantitative-data` instead) - Pure transcription / formatting tasks (no analytic intent) - Generating fictional content / interviews (this skill works on real data only) ## The 11 prompts (Neuman Ch 14) ### Block A · Coding (the spine — Strauss 1987 three stages) | # | Step | Prompt file | Neuman pages | |---|------|-------------|--------------| | 1 | **Open coding** (1st pass — initial themes emerge) | `prompts/01-open-coding.md` | 481-482 | …
Read the whole file at its exact version.
How to install
mdr add qiaomiaojoe/ai-academic-workflow/analyze-qualitative-data@sha256:b5c7cb1290f04166The line at the top of this page pins the label git:20260428.41cccf2, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_lu2wg5662baziwsk)
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Versions
The registry has recorded 1 version of this file, committed on Apr 28, 2026.
Audit of the latest version
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- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
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Source
qiaomiaojoe/ai-academic-workflow · 10 stars · license a license file GitHub does not identify · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_lu2wg5662baziwsk GET https://markdownregistry.com/api/v1/resolve?ref=qiaomiaojoe/ai-academic-workflow/analyze-qualitative-data GET https://markdownregistry.com/api/v1/blob/b5c7cb1290f041661c4d24a15c4e1b296849b543748d3b01bc2e5c9b203655f4
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